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Accelerated Diffusion-Based Sampling by the Non-Reversible Dynamics with Skew-Symmetric Matrices

Langevin dynamics (LD) has been extensively studied theoretically and practically as a basic sampling technique. Recently, the incorporation of non-reversible dynamics into LD is attracting attention because it accelerates the mixing speed of LD. Popular choices for non-reversible dynamics include u...

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Detalles Bibliográficos
Autores principales: Futami, Futoshi, Iwata, Tomoharu, Ueda, Naonori, Sato, Issei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394571/
https://www.ncbi.nlm.nih.gov/pubmed/34441133
http://dx.doi.org/10.3390/e23080993